idk what changed, maybe i changed (awoo)

Signed-off-by: Balazs Horvath <[email protected]>

dataset_tools/Remove Extra File Extension before txt.ipynb

@@ -12,33 +12,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
     "import os\n",
+    "import glob\n",
     "\n",
     "def rename_files(directory_path):\n",
-    "    for root, dirs, files in os.walk(directory_path):\n",
-    "        for filename in files:\n",
-    "            if filename.endswith('.txt'):\n",
-    "                # Extract the base name without extension\n",
-    "                base_name, extension = os.path.splitext(filename)\n",
+    "    for file_path in glob.glob(os.path.join(directory_path, '**', '*.txt')):\n",
+    "        # Extract the base name without extension\n",
+    "        base_name, _ = os.path.splitext(os.path.basename(file_path))\n",
     "\n",
-    "                # Check if the file has an additional image extension\n",
-    "                if base_name.endswith(('.png', '.jpg', '.jpeg', '.webp', '.gif')):\n",
-    "                    # Construct the new filename with only the txt extension\n",
-    "                    new_filename = base_name[:-4] + '.txt'\n",
+    "        # Check if the file has an additional image extension\n",
+    "        if base_name.endswith(('.png', '.jpg', '.jpeg', '.webp', '.gif')):\n",
+    "            # Construct the new filename with only the txt extension\n",
+    "            new_filename = base_name[:-4] + '.txt'\n",
     "\n",
-    "                    # Construct the full file paths\n",
-    "                    old_path = os.path.join(root, filename)\n",
-    "                    new_path = os.path.join(root, new_filename)\n",
+    "            # Construct the full file paths\n",
+    "            new_path = os.path.join(os.path.dirname(file_path), new_filename)\n",
     "\n",
-    "                    # Rename the file\n",
-    "                    os.rename(old_path, new_path)\n",
+    "            # Rename the file\n",
+    "            os.rename(file_path, new_path)\n",
     "\n",
     "# Specify the directory path\n",
-    "directory_path = r'C:\\Users\\kade\\Desktop\\training_dir_staging'\n",
+    "directory_path = r'E:\\training_dir'\n",
     "\n",
     "# Call the function to recursively rename files\n",
     "rename_files(directory_path)"
@@ -46,8 +44,22 @@
   }
  ],
  "metadata": {
+  "kernelspec": {
+   "display_name": "ml",
+   "language": "python",
+   "name": "python3"
+  },
   "language_info": {
-   "name": "python"
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.8"
   }
  },
  "nbformat": 4,

ponyxl_loras/small_dom_big_sub-v2e400-dora_wd.json

@@ -0,0 +1 @@
+{"ss_unet_lr": 0.0001, "ss_resolution": "(512, 512)", "ss_dataset_dirs": {"1_small_dom_big_sub": {"n_repeats": 1, "img_count": 34}}, "ss_bucket_info": {"buckets": {"0": {"resolution": [416, 608], "count": 1}, "1": {"resolution": [448, 576], "count": 4}, "2": {"resolution": [480, 544], "count": 2}, "3": {"resolution": [512, 512], "count": 2}, "4": {"resolution": [544, 480], "count": 5}, "5": {"resolution": [576, 448], "count": 5}, "6": {"resolution": [608, 416], "count": 5}, "7": {"resolution": [640, 384], "count": 4}, "8": {"resolution": [672, 384], "count": 4}, "9": {"resolution": [704, 352], "count": 2}}, "mean_img_ar_error": 0.04261110345560784}, "ss_caption_dropout_every_n_epochs": 0, "ss_network_dropout": 0.0, "ss_zero_terminal_snr": true, "ss_caption_tag_dropout_rate": 0.0, "ss_full_fp16": true, "ss_noise_offset_random_strength": "False", "ss_total_batch_size": 192, "ss_max_grad_norm": 1.0, "ss_scale_weight_norms": 1.0, "ss_enable_bucket": true, "modelspec.implementation": "https://github.com/Stability-AI/generative-models", "ss_max_bucket_reso": 1024, "ss_ip_noise_gamma_random_strength": "False", "modelspec.date": "2024-04-27T03:26:00", "ss_network_args": {"preset": "full", "conv_dim": "256", "conv_alpha": "4", "use_tucker": "False", "use_scalar": "False", "rank_dropout_scale": "False", "algo": "locon", "dora_wd": "True", "train_norm": "False", "block_dims": "8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8", "block_alphas": "0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625,0.0625", "dropout": 0.0}, "ss_session_id": "2922314526", "ss_epoch": 400, "ss_sd_model_name": "", "ss_cache_latents": true, "ss_noise_offset": null, "ss_mixed_precision": "fp16", "ss_steps": 400, "ss_color_aug": true, "ss_lowram": true, "ss_lr_scheduler": "cosine", "modelspec.prediction_type": "epsilon", "ss_num_reg_images": 0, "ss_reg_dataset_dirs": {}, "ss_bucket_no_upscale": true, "ss_max_train_steps": 400, "ss_network_module": "lycoris.kohya", "ss_caption_dropout_rate": 0.0, "ss_optimizer": "torch.optim.adamw.AdamW", "ss_debiased_estimation": true, "modelspec.architecture": "stable-diffusion-xl-v1-base/lora", "ss_batch_size_per_device": 8, "ss_text_encoder_lr": 0.0001, "ss_ip_noise_gamma": null, "ss_num_batches_per_epoch": 5, "ss_training_started_at": "2024-04-27 02:17:04.278521", "ss_sd_model_hash": "IsADirectory", "ss_face_crop_aug_range": "None", "ss_base_model_version": "sdxl_base_v1-0", "ss_num_epochs": 400, "modelspec.resolution": "512x512", "ss_gradient_checkpointing": true, "ss_gradient_accumulation_steps": 12, "ss_keep_tokens": true, "ss_huber_c": "0.1", "ss_seed": 1040412308, "modelspec.sai_model_spec": "1.0.0", "ss_adaptive_noise_scale": null, "ss_multires_noise_iterations": 10.0, "ss_min_snr_gamma": null, "ss_huber_schedule": "snr", "ss_max_token_length": null, "ss_tag_frequency": {"1_small_dom_big_sub": {"rating_explicit": 34, "all fours": 6, "anthro": 27, "anthro on feral": 8, "anthro penetrated": 20, "ass up": 3, "ball": 1, "baseball \\(ball\\)": 1, "bdsm": 6, "bestiality": 13, "black nose": 6, "breasts": 11, "claws": 12, "collar": 4, "doggystyle": 3, "doghouse": 1, "dominant": 9, "dominant feral": 2, "dominant male": 8, "duo": 29, "ear piercing": 1, "ear ring": 1, "eye roll": 3, "feet": 14, "female": 16, "female on feral": 1, "female penetrated": 15, "feral": 15, "feral dominating anthro": 2, "feral penetrating": 7, "feral penetrating anthro": 4, "feral penetrating female": 1, "from behind position": 14, "gag": 2, "gagged": 2, "intraspecies": 3, "intraspecies bestiality": 2, "larger anthro": 9, "larger female": 16, "larger penetrated": 29, "leash": 2, "leash in mouth": 2, "leash pull": 2, "male": 33, "male/female": 15, "male penetrating": 31, "male penetrating female": 14, "mating grip": 1, "mounting": 3, "nude": 20, "object in mouth": 2, "outside": 4, "paws": 8, "penetration": 34, "petplay": 1, "piercing": 1, "ring gag": 1, "ring piercing": 1, "roleplay": 1, "rounded back": 1, "sex": 34, "size difference": 34, "small dom big sub": 34, "smaller feral": 3, "smaller male": 28, "submissive": 9, "submissive anthro": 2, "submissive female": 5, "toes": 14, "tongue": 16, "tongue out": 10, "tongue piercing": 1, "giana": 1, "dobermann": 1, "domestic dog": 5, "pinscher": 1, "3 toes": 4, "anal": 17, "anal juice": 2, "anal knotting": 6, "anal penetration": 17, "animal genitalia": 11, "animal penis": 8, "anus": 17, "avian feet": 3, "back tuft": 1, "backsack": 9, "balls": 21, "beak": 5, "bed": 7, "belt": 2, "bent legs": 1, "big knot": 2, "bird legs": 2, "black beak": 2, "black body": 8, "black claws": 3, "black face": 1, "black feathers": 1, "black feet": 1, "black flesh": 1, "black hands": 1, "black legs": 1, "black markings": 1, "black pawpads": 1, "black scutes": 1, "black spots": 1, "black stripes": 1, "black talons": 1, "blue arms": 1, "blue body": 6, "blue butt": 1, "blue face": 1, "blue feathers": 3, "blue hands": 1, "blue legs": 1, "blue spots": 1, "blue stripes": 1, "blue tail feathers": 1, "bodily fluids": 31, "book": 1, "bookshelf": 1, "broken chain": 1, "brown belt": 1, "brown clothing": 1, "brown footwear": 1, "building": 1, "butt": 21, "butt tuft": 1, "chain": 4, "clear sky": 1, "clothing": 7, "countershade balls": 1, "countershade body": 1, "countershade butt": 1, "countershade feathers": 1, "countershade fur": 1, "countershade genitalia": 1, "countershade legs": 1, "countershade tail": 1, "countershading": 4, "cuff \\(restraint\\)": 3, "cum": 25, "cum from ass": 5, "cum in ass": 14, "cum inside": 24, "cum on balls": 4, "cum on bed": 1, "cum on body": 2, "cum on butt": 5, "cum on feathers": 1, "cum on fur": 1, "cum on knot": 2, "cum on leg": 2, "cum on own balls": 2, "cum on own knot": 1, "cum on own penis": 4, "cum on partner": 1, "cum on penis": 6, "cum on self": 4, "day": 2, "dialogue": 9, "digitigrade": 7, "eagle position": 1, "ear tuft": 1, "embrace": 3, "erection": 16, "eyes closed": 13, "faceless character": 1, "faceless feral": 1, "faceless male": 1, "facial markings": 3, "feather markings": 1, "feather tuft": 1, "feathers": 4, "feral dominating male": 1, "feral on top": 2, "feral penetrating male": 1, "flower": 2, "footwear": 3, "footwear only": 2, "from front position": 5, "fucked silly": 4, "fur": 18, "fur markings": 1, "furniture": 11, "genital fluids": 29, "genitals": 29, "glass": 1, "glistening arms": 1, "glistening body": 2, "gold \\(metal\\)": 1, "green back": 1, "green book": 1, "green butt": 1, "green ears": 1, "green face": 1, "green legs": 1, "green mane": 1, "grey tail": 1, "head markings": 3, "head tuft": 2, "heart symbol": 15, "house": 1, "hug": 3, "huge knot": 1, "humanoid hands": 2, "imminent knotting": 1, "inner ear fluff": 2, "inside": 5, "interspecies": 21, "jewelry": 1, "knee tuft": 1, "knot": 10, "knot prodding": 1, "knotting": 9, "larger male": 14, "leaking cum": 7, "leather": 1, "leather strap": 1, "leg markings": 3, "leg tuft": 1, "legs up": 3, "legwear": 1, "light": 1, "log": 2, "log cabin": 1, "looking pleasured": 16, "love": 2, "lying": 15, "lying sex": 1, "male/male": 17, "male anthro": 1, "male dominating male": 1, "male on feral": 8, "male penetrated": 17, "male penetrating male": 16, "mane": 3, "markings": 7, "mating press": 3, "messy": 2, "metal cuffs": 1, "missionary position": 2, "moan": 5, "morning": 1, "mostly nude": 2, "motion blur": 2, "multicolored body": 7, "multicolored butt": 1, "multicolored face": 1, "multicolored feathers": 2, "multicolored fur": 6, "multicolored hands": 1, "multicolored markings": 1, "musical instrument": 1, "name drop": 2, "name in dialogue": 1, "nude anthro": 1, "nude male": 1, "on back": 8, "on bed": 4, "onomatopoeia": 7, "orgasm": 10, "passionate": 2, "pawpads": 7, "penile": 26, "penile penetration": 26, "penis": 28, "penis in ass": 13, "perineum": 9, "picture frame": 1, "pillow": 3, "pink anus": 3, "pink flesh": 1, "pink genitals": 1, "pink knot": 2, "plant": 5, "rear view": 4, "red anklet": 1, "red belt": 1, "red blanket": 1, "red body": 2, "red book": 1, "red clothing": 1, "red face": 1, "red feathers": 1, "red jewelry": 1, "red legwear": 1, "red markings": 1, "red spots": 1, "restraints": 6, "rim light": 1, "romantic": 2, "romantic couple": 2, "scutes": 1, "shackles": 3, "shackles only": 1, "sheath": 4, "sky": 2, "slim feral": 1, "slim male": 1, "smaller on top": 3, "sound effects": 10, "spots": 2, "spotted body": 2, "spotted face": 1, "spotted feathers": 1, "spread legs": 5, "spreading": 5, "straps": 1, "striped face": 1, "striped feathers": 1, "striped hands": 1, "stripes": 4, "submissive male": 3, "sunlight": 1, "tail": 18, "tail feathers": 1, "tail tuft": 2, "text": 20, "thick knot": 1, "thick penis": 2, "thick thighs": 6, "three-quarter view": 1, "thrusting": 4, "toe claws": 7, "tuft": 7, "two tone body": 4, "two tone butt": 1, "two tone face": 1, "two tone flesh": 1, "two tone flower": 1, "two tone fur": 3, "two tone genitals": 1, "two tone legs": 1, "two tone tail": 1, "two tone tail feathers": 1, "vase": 1, "wall \\(structure\\)": 1, "warm light": 1, "white balls": 6, "white body": 9, "white butt": 1, "white countershading": 1, "white face": 1, "white feathers": 2, "white feet": 1, "white flower": 1, "white fur": 8, "white genitals": 1, "white heart": 1, "white inner ear": 1, "white legs": 1, "white markings": 1, "white paws": 1, "white perineum": 5, "white pillow": 1, "white sheath": 1, "white stripes": 1, "white tail": 2, "white text": 1, "window": 1, "window sill": 1, "wood": 2, "wood wall": 1, "yelling": 1, "yellow balls": 2, "yellow body": 3, "yellow countershading": 1, "yellow feathers": 1, "yellow flower": 1, "yellow genitals": 1, "yellow hands": 1, "yellow perineum": 2, "yellow sky": 1, "yellow stripes": 1, "yellow tail feathers": 1, "breath of the wild": 2, "twilight princess": 2, "kass \\(tloz\\)": 2, "link \\(wolf form\\)": 3, "avian": 7, "rito": 2, "wolf": 9, "colored": 2, "digital media \\(artwork\\)": 17, "full-length portrait": 1, "portrait": 1, "signature": 5, "warm colors": 1, "anthro penetrating": 17, "anthro penetrating feral": 4, "big balls": 7, "biped": 7, "black knot": 1, "black penis": 3, "black scales": 2, "blue fur": 2, "bound": 5, "brown body": 6, "brown fur": 5, "chained": 3, "cum drip": 6, "cum on ground": 2, "cum string": 2, "cum while penetrated": 8, "cumshot": 8, "dripping": 7, "dungeon": 1, "ejaculation": 11, "feathered wings": 1, "feral penetrated": 11, "hair": 8, "half-closed eyes": 3, "legs tied": 3, "narrowed eyes": 8, "open beak": 1, "open mouth": 16, "pink penis": 6, "pink tongue": 1, "prison": 1, "quadruped": 8, "red hair": 1, "scales": 3, "standing": 1, "tan balls": 3, "tan body": 4, "tan fur": 3, "teeth": 11, "two tone feathers": 1, "wings": 5, "german shepherd": 1, "gryphon": 1, "herding dog": 2, "pastoral dog": 2, "animal pussy": 2, "blush": 21, "bridle": 3, "equine genitalia": 5, "equine pussy": 2, "harness": 2, "hooves": 2, "kneeling": 1, "larger feral": 6, "penis in pussy": 9, "perching position": 5, "pussy": 8, "reins": 3, "saddle": 3, "semi-anthro": 2, "simple background": 6, "smaller anthro": 6, "sweat": 9, "teats": 1, "udders": 1, "vaginal": 10, "vaginal knotting": 1, "vaginal penetration": 10, "white background": 2, "epona \\(tloz\\)": 2, "equid": 7, "equine": 7, "horse": 6, "were": 2, "werecanid": 2, "werecanine": 3, "werewolf": 3, "anal orgasm": 5, "couch sex": 2, "gaming": 1, "gaming while penetrated": 1, "small top big bottom": 8, "sofa": 4, "cartoon network": 2, "regular show": 2, "mordecai \\(regular show\\)": 2, "rigby \\(regular show\\)": 2, "bird": 4, "blue jay": 2, "corvid": 2, "jay \\(bird\\)": 2, "new world jay": 2, "oscine": 2, "passerine": 2, "procyonid": 2, "raccoon": 2, "4 toes": 9, "anthro on anthro": 13, "anthro penetrating anthro": 13, "ball size difference": 2, "balls deep": 1, "blonde hair": 2, "butt size difference": 3, "cum in top's ass": 1, "cum on perineum": 3, "cutaway": 3, "eyewear": 3, "foreskin": 3, "glans": 2, "glasses": 3, "grass": 3, "hands-free": 5, "humanoid genitalia": 7, "humanoid penis": 7, "mountain": 2, "penis backwards": 1, "penis size difference": 2, "pink glans": 1, "role reversal": 1, "versatile": 1, "border collie": 1, "collie": 1, "sheepdog": 1, "english text": 12, "ahegao": 4, "bedroom": 3, "big penis": 8, "black balls": 1, "black fur": 5, "breath": 4, "breathing noises": 1, "different sound effects": 1, "drooling": 4, "fluffy": 2, "foot on foot": 1, "glowing": 1, "glowing markings": 1, "green eyes": 1, "grey balls": 2, "grey body": 7, "grey fur": 6, "grey highlights": 1, "grunting": 1, "heart reaction": 2, "heart triplet": 1, "highlights \\(coloring\\)": 1, "knotting symbol": 1, "lewd symbolism": 1, "looking at another": 3, "looking at partner": 2, "looking down": 4, "male on anthro": 3, "male on bottom": 4, "male on top": 4, "motion lines": 5, "motion outline": 2, "multi heart reaction": 1, "on bottom": 6, "on top": 6, "orange eyes": 1, "orgasm face": 1, "pictographics": 2, "pink claws": 1, "saliva": 5, "shortened sound effect": 1, "simultaneous orgasms": 1, "smile": 5, "sound effect variant": 1, "throbbing": 2, "throbbing balls": 1, "throbbing penis": 2, "vowelless": 2, "vowelless sound effect": 2, "umbreon": 1, "zoroark": 1, "ambiguous penetration": 3, "angry": 4, "big breasts": 6, "big butt": 7, "crossed arms": 1, "cum in pussy": 8, "dark body": 1, "dark skin": 1, "disappointed": 1, "duo focus": 2, "female on human": 4, "filling up": 1, "fluffy tail": 1, "group": 4, "holding butt": 1, "human on anthro": 2, "human penetrating": 6, "human penetrating anthro": 2, "human penetrating female": 1, "internal": 5, "jealous": 1, "leg grab": 1, "long tail": 2, "long tongue": 1, "male penetrating anthro": 2, "mask": 1, "plap": 4, "skinny": 1, "skinny anthro": 1, "skinny male": 1, "smaller human": 6, "thigh grab": 1, "trio": 1, "yellow fur": 2, "ketzal": 1, "dragon": 6, "feathered dragon": 1, "feathered scalie": 1, "human": 6, "reptile": 4, "scalie": 6, "wingless dragon": 1, "4 fingers": 1, "bondage": 4, "breast squish": 2, "chest tuft": 1, "clenched teeth": 4, "dominant prey": 1, "double penetration": 1, "double vaginal": 1, "explicitly stated nonconsent": 1, "fingers": 4, "forced": 4, "fur tuft": 1, "gang rape": 1, "gangbang": 1, "group sex": 1, "hands behind back": 1, "hands tied": 1, "hindpaw": 4, "impregnation": 1, "iris": 1, "larger pred": 1, "medium breasts": 1, "monotone body": 1, "monotone fur": 1, "no pupils": 1, "on front": 4, "on ground": 3, "one eye obstructed": 1, "ovum": 1, "precum": 4, "precum drip": 3, "precum string": 2, "predator/prey": 5, "prey dom predator sub": 2, "prey penetrating predator": 1, "rape": 4, "rope": 3, "rope bondage": 2, "sharp teeth": 2, "side view": 3, "slim": 1, "small but hung": 1, "smaller prey": 1, "smug": 1, "snout": 1, "sperm cell": 1, "squish": 2, "submissive predator": 1, "threatening": 1, "vein": 2, "veiny penis": 2, "mouse": 2, "murid": 2, "murine": 2, "rodent": 2, "digital drawing \\(artwork\\)": 3, "greyscale": 1, "monochrome": 1, "5 fingers": 2, "ball lift": 1, "black eyes": 1, "brown balls": 2, "child's friend": 1, "exclamation point": 3, "eyebrows": 2, "finger claws": 2, "floppy ears": 1, "friend's parent": 1, "grey claws": 1, "grey pawpads": 1, "holding balls": 1, "mature anthro": 1, "mature male": 1, "older male": 1, "older penetrated": 1, "one eye closed": 1, "power bottom": 3, "red penis": 2, "reverse amazon position": 1, "saggy balls": 1, "speech bubble": 3, "spotted fur": 1, "straddling": 1, "thick eyebrows": 1, "wide eyed": 1, "younger male": 1, "dalmatian": 1, "mastiff": 1, "molosser": 1, "rottweiler": 1, "chastity cage": 1, "chastity device": 1, "cotton tail": 1, "crossgender": 2, "cum while chaste": 1, "fti crossgender": 1, "gynomorph": 1, "gynomorph/male": 1, "gynomorph penetrating": 1, "gynomorph penetrating male": 1, "huge penis": 4, "intersex": 1, "intersex/male": 1, "intersex 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